Updated cuda install guide

cuda_install_guide.md

@@ -5,3 +5,13 @@ wget https://developer.download.nvidia.com/compute/cuda/12.5.1/local_installers/
 chmod +x cuda_12.5.1_555.42.06_linux.run
 sudo ./cuda_12.5.1_555.42.06_linux.run
 ```
+
+Note: Make sure that the cuda version (above 555) matches the driver version. Newest cuda drivers can be downloaded from [https://developer.nvidia.com/cuda-downloads](https://developer.nvidia.com/cuda-downloads). 
+
+Additionally, disabling the GUI via `ctrl+alt+f3` and subsequently running:
+
+```bash
+sudo systemctl isolate multi-user.target
+```
+
+is recommended.